Sequence Feature Extraction for Malware Family Analysis via Graph Neural Network. (arXiv:2208.05476v1 [cs.CR])

Malicious software (malware) causes much harm to our devices and life. We are
eager to understand the malware behavior and the threat it made. Most of the
record files of malware are variable length and text-based files with time
stamps, such as event log data and dynamic analysis profiles. Using the time
stamps, we can sort such data into sequence-based data for the following
analysis. However, dealing with the text-based sequences with variable lengths
is difficult. In addition, unlike natural …

analysis family malware network neural network